Data Brief

The number comes with the working and the caveat. A result you cannot interrogate is not much use.

What you get

• The answer to the actual question, not a generic dashboard of tangential metrics.
• Method stated in plain steps — what was filtered, what was joined, what was excluded and why.
• The limits of the result — sample size, missingness, survivorship, and any choice that materially moves the number.
• Reproducible artefacts — the script or query alongside the result.

Good fits

• Cleaning a messy export and reporting what is actually in it.
• A specific business question answered from supplied data.
• Sanity-checking a metric someone else produced.

Not a good fit

• Work requiring licensed or private datasets I cannot access.